The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 108 151 116
Rank change year-on-year
+43 -35
Permanent jobs citing Data Mining 35 7 35
As % of all permanent IT jobs located in Hertfordshire 1.60% 0.30% 1.39%
As % of the Database & Business Intelligence category 6.80% 0.88% 4.77%
Number of salaries quoted 30 7 33
Median salary £50,000 £45,000 £40,000
Median salary % change year-on-year
+11.11% +12.50%
90% offered a salary of more than £40,900 £32,500 £22,500
10% offered a salary of more than £62,500 £52,000 £44,500
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
Data Mining
East of England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Hertfordshire region.

Database & Business Intelligence Category
Hertfordshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
515 798 734
As % of all permanent IT jobs located in Hertfordshire 23.58% 34.10% 29.21%
Number of salaries quoted 435 663 642
Median salary £46,500 £46,500 £42,500
Median salary % change year-on-year
- +9.41%
90% offered a salary of more than £31,500 £30,000 £32,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Data Mining
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Hertfordshire

Data Mining
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Hertfordshire region.

Data Mining Salary Trend in Hertfordshire

Data Mining
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Hertfordshire region over the 3 months to 6 May 2016.

Data Mining Salary Histogram in Hertfordshire

Data Mining
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Hertfordshire region over the 3 months to 6 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Letchworth - 8 £50,000 -
Stevenage - 6 £40,000 -
St Albans +31 5 £42,500 -32.00%
Watford +3 1 £55,000 +22.22%
Rickmansworth - 1 £75,000 - 1
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 6 May 2016, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Data Mining.

1 23 (45.10%) Finance
2 22 (43.14%) Machine Learning
3 21 (41.18%) Analytics
3 21 (41.18%) Java
4 20 (39.22%) Agile Software Development
5 17 (33.33%) SQL
6 15 (29.41%) Data Analytics
6 15 (29.41%) Analytical Skills
7 13 (25.49%) C++
8 10 (19.61%) ETL
9 9 (17.65%) Data Warehouse
9 9 (17.65%) Oracle
9 9 (17.65%) TOGAF
9 9 (17.65%) Facilities Management
9 9 (17.65%) Degree
10 8 (15.69%) Big Data
10 8 (15.69%) Fintech
11 7 (13.73%) SDLC
11 7 (13.73%) VB
11 7 (13.73%) ERP
11 7 (13.73%) Tomcat
11 7 (13.73%) NoSQL
12 6 (11.76%) Computer Science
12 6 (11.76%) Data Cleansing
12 6 (11.76%) Data Analysis
12 6 (11.76%) Retail
12 6 (11.76%) Business Intelligence
12 6 (11.76%) VBA
12 6 (11.76%) XML
12 6 (11.76%) T-SQL

Data Mining
Top Related IT Skills in Hertfordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (13.73%) Tomcat
2 5 (9.80%) GlassFish
2 5 (9.80%) WebSphere
Applications
1 2 (3.92%) MS Excel
1 2 (3.92%) MS Office
1 2 (3.92%) MS Visio
Business Applications
1 2 (3.92%) Relativity
2 1 (1.96%) Dynamics AX
2 1 (1.96%) Dynamics CRM
Database & Business Intelligence
1 9 (17.65%) Data Warehouse
2 8 (15.69%) Big Data
3 7 (13.73%) NoSQL
4 5 (9.80%) Apache Cassandra
4 5 (9.80%) Informix
5 3 (5.88%) SQL Server
6 1 (1.96%) EDRMS
Development Applications
1 4 (7.84%) Jenkins
1 4 (7.84%) Maven
2 2 (3.92%) Talend Open Studio
3 1 (1.96%) Cucumber
3 1 (1.96%) HP UFT
3 1 (1.96%) JIRA
3 1 (1.96%) Selenium
3 1 (1.96%) SoapUI
3 1 (1.96%) WebDriver
General
1 23 (45.10%) Finance
2 6 (11.76%) Retail
3 4 (7.84%) Games
4 2 (3.92%) Law
4 2 (3.92%) Marketing
Job Titles
1 17 (33.33%) Developer
1 17 (33.33%) Java Developer
2 15 (29.41%) Analyst
3 10 (19.61%) Architect
3 10 (19.61%) Data Architect
4 9 (17.65%) Enterprise Data Architect
5 8 (15.69%) Enterprise Architect
6 5 (9.80%) Business Systems Analyst
6 5 (9.80%) Implementation Analyst
6 5 (9.80%) Systems Analyst
7 4 (7.84%) Java Engineer
7 4 (7.84%) Java Software Engineer
7 4 (7.84%) Software Engineer
8 3 (5.88%) Business Consultant
8 3 (5.88%) Consultant
8 3 (5.88%) Java Scala Developer
8 3 (5.88%) Junior
8 3 (5.88%) Junior Analyst
8 3 (5.88%) Scala Developer
8 3 (5.88%) Service Analyst
Libraries, Frameworks & Software Standards
1 6 (11.76%) XML
2 5 (9.80%) J2EE
2 5 (9.80%) JMS
3 4 (7.84%) Guava
4 2 (3.92%) Spring
5 1 (1.96%) REST
5 1 (1.96%) SOAP
5 1 (1.96%) Spring MVC
Miscellaneous
1 15 (29.41%) Analytical Skills
2 8 (15.69%) Fintech
3 6 (11.76%) Computer Science
4 4 (7.84%) Algorithms
5 3 (5.88%) Data Conversion
5 3 (5.88%) Data Extraction
5 3 (5.88%) Management Information System
6 2 (3.92%) Data Integration
6 2 (3.92%) Mathematics
6 2 (3.92%) Statistics
6 2 (3.92%) Visualisation
7 1 (1.96%) Clustering
7 1 (1.96%) Economics
7 1 (1.96%) NHS
Operating Systems
1 5 (9.80%) Unix
2 2 (3.92%) Linux
Processes & Methodologies
1 22 (43.14%) Machine Learning
2 21 (41.18%) Analytics
3 20 (39.22%) Agile Software Development
4 15 (29.41%) Data Analytics
5 10 (19.61%) ETL
6 9 (17.65%) Facilities Management
6 9 (17.65%) TOGAF
7 7 (13.73%) ERP
7 7 (13.73%) SDLC
8 6 (11.76%) Business Intelligence
8 6 (11.76%) Data Analysis
8 6 (11.76%) Data Cleansing
9 5 (9.80%) Data Mapping
9 5 (9.80%) Project Management
9 5 (9.80%) Workflow
10 4 (7.84%) Logistics
10 4 (7.84%) Software Engineering
11 3 (5.88%) Computer Forensics
11 3 (5.88%) E-Discovery
11 3 (5.88%) Performance Tuning
Programming Languages
1 21 (41.18%) Java
2 17 (33.33%) SQL
3 13 (25.49%) C++
4 7 (13.73%) VB
5 6 (11.76%) T-SQL
5 6 (11.76%) VBA
5 6 (11.76%) VBScript
6 5 (9.80%) C
6 5 (9.80%) Perl
7 4 (7.84%) Python
8 3 (5.88%) Scala
9 2 (3.92%) C#
9 2 (3.92%) JavaScript
9 2 (3.92%) Shell Script
Qualifications
1 9 (17.65%) Degree
2 2 (3.92%) EnCE
3 1 (1.96%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 3 (5.88%) Data Quality
2 1 (1.96%) COBIT
2 1 (1.96%) PMBOK
Systems Management
1 2 (3.92%) EnCase
1 2 (3.92%) FTK
Vendors
1 9 (17.65%) Oracle
2 2 (3.92%) Cellebrite
2 2 (3.92%) hybris
2 2 (3.92%) Microsoft
2 2 (3.92%) Nuix
2 2 (3.92%) Talend
3 1 (1.96%) HP
Rickmansworth, Hertfordshire
Rushworths
Salary: Competitive base + car/car allowance & benefits
Posted: 9 hours ago
Hertfordshire
Volt
Salary: £50000 - £55000 per annum + excellent benefits
Posted: 3 days ago